Metadata-Version: 2.1
Name: data-view
Version: 0.0.8
Summary: Automated view of dataset
Home-page: http://github.com/urevoleg/data-view
Author: Urev Oleg
Author-email: urevolegg@gmail.com
License: UNKNOWN
Description: Description
        ===========
        Module, provides the function view, which displays general information on the data:
          - Result of method info()
          - Result of method describe()
          - for numeric / categorical signs - The number of missions in the data (number and percentage for each column)
          - Top-5 of the most frequent categorical signs (for each)
        
         Parameters:
         * d - table with data
         * only_numeric - True / False, default: True. True - information output only by numerical signs, False - information output by numerical and categorical signs.
         * full_stats - True / False, default: False. False - output information on numerical characteristics without interquartile range, data boundaries without outliers, True - complete output with data character.
         * histograms - True / False, default: True. True - output with building histograms for numerical signs, False - without building histograms
        
        Top-5 elements of categorical signs
        
         The table is formed as follows. The postfix (_name / _count) is assigned to the name of the data column:
          - __name_ - category name
          - __count_ - number of elements in this category If there are less than 5 elements in the attribute, then the values ​​in the _count field are filled -1
        
        Usage
        -----
        	$ pip install data_view
        
            $ python3
        
        	import pandas as pd
        
        	import numpy as np
        
            from data_view import view
        
            d = pd.DataFrame(np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]]), columns=['a', 'b', 'c'])
        
            view(d, only_numeric=True, histograms=False)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
